User-Centric Conversational Recommendation with Multi-Aspect User Modeling
Author:
Affiliation:
1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
2. WeChat Search Application Department, Tencent, Beijing, China
3. Institute of Artificial Intelligence, Beihang University, Beijing, China
Funder
National Key Research and Development Program of China
National Natural Science Foundation of China
Alibaba Group through Alibaba Innovative Research Program
Project of Youth Innovation Promotion Association CAS, Beijing Nova Program
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3477495.3532074
Reference44 articles.
1. Jianxin Chang Chen Gao Yu Zheng Yiqun Hui Yanan Niu Yang Song Depeng Jin and Yong Li. 2021. Sequential Recommendation with Graph Neural Networks. In SIGIR. 378--387. Jianxin Chang Chen Gao Yu Zheng Yiqun Hui Yanan Niu Yang Song Depeng Jin and Yong Li. 2021. Sequential Recommendation with Graph Neural Networks. In SIGIR. 378--387.
2. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019. Towards Knowledge-Based Recommender Dialog System. In EMNLP. 1803--1813. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019. Towards Knowledge-Based Recommender Dialog System. In EMNLP. 1803--1813.
3. Wide & Deep Learning for Recommender Systems
4. Konstantina Christakopoulou Filip Radlinski and Katja Hofmann. 2016. Towards conversational recommender systems. In SIGKDD. 815--824. Konstantina Christakopoulou Filip Radlinski and Katja Hofmann. 2016. Towards conversational recommender systems. In SIGKDD. 815--824.
5. Zuohui Fu , Yikun Xian , Yaxin Zhu , Shuyuan Xu , Zelong Li , Gerard de Melo , and Yongfeng Zhang . 2021 . HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. In SIGIR. 2415--2421. Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, and Yongfeng Zhang. 2021. HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. In SIGIR. 2415--2421.
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. User Multi-preferences Fusion for Conversational Recommender Systems;Communications in Computer and Information Science;2023-11-26
2. Modeling User’s Neutral Feedback in Conversational Recommendation;Neural Information Processing;2023-11-15
3. Enhancing Product Representation with Multi-form Interactions for Multimodal Conversational Recommendation;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26
4. Large Language Models as Zero-Shot Conversational Recommenders;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21
5. Neighborhood-based User Preference Modeling for Conversational Recommender Systems;2023 4th International Conference on Intelligent Design(ICID);2023-10-20
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3